exokit 0.2.4

Exokit — Your Databricks development power suit

Exokit — Your Databricks Development Power Suit

Generate production-grade Databricks demo projects in minutes. Choose your scope — full lakehouse + app, lakehouse only, or app only — answer a few questions, and get a deployed hello-world ready for Claude Code to build on.

Install

pip install exokit

Quick Start

# Check prerequisites (auto-installs missing tools)
exokit validate --fix

# Scaffold + deploy a new demo
exokit init my-demo-project

The CLI walks you through setup: project type, company, industry, Databricks profile, warehouse. Then it scaffolds and deploys everything end-to-end.

Project Types

Type	What Gets Built
Full	Lakehouse pipelines + ML + dashboards + Genie + full-stack app
Lakehouse	Data gen + DLT pipelines + ML + dashboards + Genie (no app)
App	FastAPI + React on Databricks Apps, queries existing UC tables (no pipelines)

What You Get

Layer	What Gets Built
Raw Data	Structured tables (Spark + Faker) + unstructured PDFs for RAG
Pipelines	Bronze (Auto Loader) → Silver (constraints) → Gold (metrics)
ML Models	AutoML + MLflow tracking + Unity Catalog model registration
Dashboards	AI/BI Lakeview dashboards + Genie Spaces
AI Agent	RAG agent with UC function tools
App	Full-stack React + FastAPI on Databricks Apps
Governance	CLAUDE.md, specialist agents, wave-based execution

Commands

exokit init [OUTPUT_DIR]              # Scaffold + deploy (interactive wizard)
exokit validate [--profile P] [--fix] # Check (and auto-install) prerequisites
exokit update-skills [PROJECT_DIR]    # Refresh bundled Databricks skills

How It Works

You answer questions  →  exokit scaffolds  →  Claude builds the content
     (9 questions)       (deterministic)      (industry-specific)

Missing prerequisites? Exokit detects and offers to install them automatically — Databricks CLI, uv, Node.js, APX, and AI Dev Kit.

Links

• Documentation
• Issues